Nonparametric Curve Estimation: Methods, Theory, and Applications (Springer Series in Statistics) - Hardcover

Efromovich, Sam

 
9780387987408: Nonparametric Curve Estimation: Methods, Theory, and Applications (Springer Series in Statistics)

Inhaltsangabe

This book gives a systematic, comprehensive, and unified account of modern nonparametric statistics of density estimation, nonparametric regression, filtering signals, and time series analysis. The companion software package, available over the Internet, brings all of the discussed topics into the realm of interactive research. Virtually every claim and development mentioned in the book is illustrated with graphs which are available for the reader to reproduce and modify, making the material fully transparent and allowing for complete interactivity.

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Reseña del editor

This book gives a systematic, comprehensive, and unified account of modern nonparametric statistics of density estimation, nonparametric regression, filtering signals, and time series analysis. The companion software package, available over the Internet, brings all of the discussed topics into the realm of interactive research. Virtually every claim and development mentioned in the book is illustrated with graphs which are available for the reader to reproduce and modify, making the material fully transparent and allowing for complete interactivity.

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Weitere beliebte Ausgaben desselben Titels

9781475773019: Nonparametric Curve Estimation: Methods, Theory, and Applications (Springer Series in Statistics)

Vorgestellte Ausgabe

ISBN 10:  1475773013 ISBN 13:  9781475773019
Verlag: Springer, 2013
Softcover